HR Data Labs

HR Data Labs

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HR Data Labs episodes

  • IBEJesus Prince - What We Learned From The National Association of Counties Annual Conference

    David Turetsky speaks with IBEJesus Prince from HR Data Labs Consulting about their time at the NACO conference and what stood out most. The conversation is short but clear: the event brought together people who were focused on finding practical solutions, and even attendees outside the immediate decision-making circle were willing to help connect the dots. 


    Key topics 

    • In this episode, David Turetsky introduces the conversation from the HR Data Labs Podcast and frames it around the team’s experience at the NACO conference. 

      • IBEJesus Prince, a principal consultant at HR Data Labs Consulting, shares a broad conference takeaway: the people at NACO were genuinely solution-driven. 

        • A major theme is the value of openness at the conference — even people who were not directly responsible for making decisions still cared about moving a solution forward. 

          • The guest notes that asking questions often led to the right person, which made the event feel collaborative rather than blocked by hierarchy. 

            • Commissioners and other officials were mentioned as people the team met, reinforcing that the event brought together stakeholders with influence and interest. 

              • The conversation highlights a contrast between environments where non-experts become blockers and this conference, where people helped route questions and support progress. 

                • IBEJesus emphasizes that the organization and the people they met left a strong positive impression. 

                  • The episode closes, suggesting this was a brief conference check-in rather than a full-length interview. 

                  • Timestamps 


                    00:00 - Testing the audio and getting set up 
                    01:41 - David introduces the HR Data Labs Podcast and the guest 
                    01:57 - Why the NACO conference was the focus of the conversation 
                    02:08 - A quick personal icebreaker before the main topic 
                    03:41 - First conference takeaway: people were solution-driven 
                    04:06 - Commissioners and officials were open to connecting people to answers 

                     04:33 - Why the event felt collaborative instead of blocked by hierarchy 
                    04:52 - The conversation wraps up early

                    11 min
                  • Sushma Tripathi - The State of HCM: How HR Leaders are Modernizing People, Process and Technology in an AI- Enabled World

                    David Turetsky and Sushma Tripathi discuss where human capital management is headed, why HR modernization is harder than simply adding new software, and what leaders need to fix first. Sushma brings more than 25 years of HCM strategy experience across product, operations, staffing software, and advisory work, so the conversation stays grounded in what organizations are actually facing.In this episode, they focus on the shift from transactional HR to AI-enabled operations, the burden of process and technology debt, and why workforce management is becoming the backbone of modern HR transformation. 


                    Key topics 

                    • Sushma Tripathi’s background spans HR, benefits, actuarial work, product development, COO and CPO roles, and strategic advisory work, giving her a broad view of HCM change. 

                      • The industry is moving from transactional HR to more intelligent, integrated, AI-enabled operations. 

                        • Many organizations are stuck with fragmented processes, legacy systems, unclear ownership, and outdated configurations that no longer match current needs. 

                          • Process debt and technology debt are major blockers, especially when old workflows and old system settings keep surviving years of change. 

                            • Decision rights confusion is a recurring issue - HR, operations, finance, and IT often all touch the same workflows without clear ownership. 

                              • AI readiness is limited by data quality, governance, and change management, not by the AI tools themselves. 

                                • Workforce management is emerging as the anchor for operational excellence, especially around scheduling, labor models, compliance, productivity, and outcomes. 

                                  • Employee self-service and manager self-service still matter, but users now expect experiences that feel as simple and intuitive as consumer apps. 

                                    • Many organizations are asking whether to buy new technology or improve what they already have first. 

                                      • Sushma emphasizes that HR is becoming a strategic operations partner, not just a people-management function. 

                                      • Timestamps 

                                        00:32 - Welcome to the HR Data Labs podcast and introduction to the conversation 
                                        01:44 - Sushma Tripathi’s 25-plus years in HCM strategy and leadership 
                                        03:47 - A personal story about hiking and the challenge of Angels Landing 
                                        06:25 - Transitioning into the real topic: HCM modernization and AI 
                                        07:47 - Why HR is moving from transactional work to intelligent, AI-enabled operations 
                                        09:59 - Process debt and technology debt are slowing organizations down 
                                        11:57 - Why employee and manager self-service still matters 
                                        14:52 - Why maturity level changes the pace of modernization 
                                        16:52 - Where organizations should start when modernization feels overwhelming 
                                        18:29 - How AI should fit into end-to-end workflows, not just isolated tasks 
                                        19:24 - Why governance and data configuration are still foundational 
                                        21:25 - Why every organization needs continuous operating-model revision 
                                        22:33 - Cleaning, combining, and using data before expecting better outcomes 
                                        23:03 - Baby steps, outside help, and why AI tools do not fix broken processes 
                                        25:39 - Why workforce management is the biggest concern going forward 
                                        26:02 - What workforce management includes beyond time tracking 
                                        27:00 - Compliance, fines, penalties, and brand risk in workforce management 
                                        28:28 - Closing thoughts and goodbye 


                                        Notable quotes 

                                        1. “Data quality, not AI, is actually the biggest barrier.” 
                                        2. “Because just because you have a hammer, everything is not a nail.” 
                                        3. “You can't just go into Chat GPT and say fix me.” 
                                        4. 28 min
                                        5. Jennifer McClure - Why HR Needs Disruption

                                          Jennifer McClure joins David Turetsky to unpack how her career in HR, executive search, speaking, and coaching led to Disrupt HR. The conversation focuses on why HR gets blamed for business problems, how leaders can stop using HR as a scapegoat, and why true disruption means rethinking both broken processes and the ones that only seem fine. 

                                          Jennifer McClure shares a practical case for moving HR beyond administration and into real business influence, while David Turetsky pushes on the everyday realities of performance management, remote work, compensation, and accountability. 

                                           

                                          Key topics 

                                          In this episode, Jennifer traces her path from nearly 20 years in corporate HR leadership to executive search, then into speaking, coaching, and launching Unbridled Talent. 

                                          She explains how Disrupt HR began as a way to surface ideas from people who may not have a speaker reel or prior speaking experience but still have something meaningful to say about the future of work. 

                                          Jennifer argues that HR was originally built as an administrative function, but the profession has evolved and now has a chance to influence business strategy far more directly. 

                                          She challenges the old “seat at the table” mindset and says the real issue is not seating, but whether HR leaders actually understand the business and how people drive results. 

                                          David and Jennifer discuss how HR often becomes the dumping ground for decisions leaders do not want to own, especially around performance management, compensation, culture, and employee relations. 

                                          Jennifer emphasizes that HR should not automatically say “no” and take the blame. Instead, managers should be required to make the case and own their decisions. 

                                          The conversation uses examples from remote work and compensation to show how easily leaders pass responsibility to HR without first having the difficult conversation themselves. 

                                          Jennifer explains that Disrupt HR is not just about fixing broken systems. It also asks whether working processes could be simpler, faster, more human, or more useful. 

                                          She compares workplace experiences to consumer experiences, like Netflix recommendations, Amazon suggestions, and frustrating phone trees, to show how people expect better design at work. 

                                          David and Jennifer talk about the value of short-form ideas, different audience reactions, and why a talk or process does not need to please everyone to be worthwhile. 

                                          Jennifer closes by encouraging listeners to disrupt themselves, their organizations, and even processes that appear to be working well, because innovation often starts with a better question. 

                                           

                                          Timestamps 

                                          00:00 - Intro to Jennifer McClure and the HR Data Labs conversation 

                                          01:10 - From corporate HR leadership to executive search and speaking 

                                          03:34 - Why Unbridled Talent got its name and what Jennifer does now 

                                          04:37 - Executive coaching, speaking, and the origins of Disrupt HR 

                                          05:20 - A fun fact: farming, horses, and Tennessee roots 

                                          07:08 - Why the topic of HR disruption matters right now 

                                          08:12 - Why HR has been seen as ripe for disruption 

                                          09:23 - From administrative personnel work to “seat at the table” 

                                          10:20 - What “being strategic” in HR really means 

                                          11:06 - Talent strategy and business strategy should be integrated 

                                          12:04 - The real opportunity for HR influence and business impact 

                                          13:32 - Why some leaders still only want transactional HR 

                                          14:19 - Business leaders blaming HR for problems they do not want to own 

                                          16:10 - Reframing “HR always says no” into manager accountability 

                                          17:45 - A real example of remote work, blame, and chain-of-command confusion 

                                          19:48 - Compensation example: when a late request cannot be approved 

                                            

                                          21:27 - How HR can remove itself as the scapegoat and push ownership back up 

                                          23:08 - What Disrupt HR actually is and how the format works 

                                          24:30 - Bringing in voices from outside HR to improve work 

                                          25:57 - Disruption is not only for broken things 

                                          26:46 - Looking at consumer experiences to redesign workplace processes 

                                          28:32 - Why outdated phone trees and apply processes frustrate people 

                                          29:05 - The importance of asking why a process exists in the first place 

                                          30:42 - Over 11,000 five-minute Disrupt HR talks and why the format works 

                                          31:55 - Why not every presentation lands with every person 

                                          33:47 - Preparing a keynote and accepting mixed audience feedback 

                                          35:02 - Why short, focused presentations fit how people consume information now 

                                          36:39 - Where to learn more about Disrupt HR and why disagreement matters 

                                          37:07 - Laurie Ruettimann, strong opinions, and learning from disagreement 

                                          38:32 - What listeners should take from short talks and different viewpoints 

                                          40:20 - Final thoughts on disrupting work, organizations, and yourself 

                                           

                                          Notable quotes 

                                          1. “I think HR gets blamed for a lot.” 
                                          2. "I challenge you to disrupt yourself, your organization, your people.” 
                                          3. “This is the definition of innovation.” 
                                          4.  

                                            Action items 

                                            Ask why a process exists before assuming it should stay the same. 

                                            If a manager wants to take action, ask them to own the decision and make the case. 

                                            Look for one process that is broken and one that seems fine but could be better. 

                                            Compare your workplace experience to the consumer experience you expect outside work. 

                                            Revisit assumptions about HR being the default owner of every uncomfortable business problem. 

                                            42 min
                                          5. Betsy Irizarry - The Compensation Risk Most Companies Don't Measure

                                            In this episode of HR Data Labs Podcast, host David Turetsky is joined by Betsy Irizarry, CEO and founder of HR Contempo, to unpack one of the most overlooked compensation risks in modern organizations: pay compression. They also discuss how AI, labor market pressure, mergers and acquisitions, and communication gaps are reshaping workforce strategy and employee trust.

                                            Betsy brings 25-plus years of HR experience across industries including technology, professional services, agriculture, and energy, making this a practical conversation about what leaders are missing and what they need to do next. 


                                            Key topics 

                                            • Betsy Irizarry shares how HR Contempo helps organizations with human capital issues, especially mergers and acquisitions and compensation work. 

                                              • Pay compression is becoming more common as companies raise pay to compete for new hires while leaving long-tenured employees behind. 

                                                • Labor market pressure is intensifying the problem, especially in skilled trades like plumbing and electrical work tied to data centers and other growth sectors. 

                                                  • David and Betsy connect today’s compensation challenges to pandemic-era pay decisions that created long-term ripple effects. 

                                                    • Mergers and acquisitions often focus on financial and operational integration while overlooking compensation structure and job analysis. 

                                                      • Simply matching job titles is not enough in M&A work because the actual work, scope, and responsibilities may be very different. 

                                                        • AI is creating a new kind of compensation pressure as companies pay more for employees who can use AI tools to generate insights and move faster. 

                                                          • Betsy argues that organizations must balance AI adoption with institutional knowledge, since experienced employees still bring critical context. 

                                                            • Workforce readiness for AI is uneven, so organizations need to assess who can reskill and who may struggle to adapt. 

                                                              • Total rewards matters more than base pay alone, including benefits, 401(k), employee assistance programs, development, and other perquisites. 

                                                                • Communication is a major theme throughout the conversation, especially around pay transparency, manager training, and helping employees understand total compensation. 

                                                                  • The episode closes on the idea that compensation conversations should become more open, business-oriented, and positive. 

                                                                  • Timestamps 

                                                                    00:00 - Welcome to HR Data Labs Podcast and introduction to Betsy Irizarry 
                                                                    01:07 - Betsy’s background and HR Contempo’s focus on human capital and M&A 
                                                                    02:14 - Betsy’s travel habit of studying how businesses operate in different places 
                                                                    04:22 - Episode topic: pay compression and AI reshaping workforce strategy 
                                                                    05:30 - The most common compensation challenge Betsy sees across clients 
                                                                    06:42 - How pandemic-era pay decisions still affect compensation today 
                                                                    07:19 - Labor market pressure and why skilled trades are at risk of compression 
                                                                    08:49 - Solar and IT examples of demand spikes driving wage pressure 
                                                                    10:02 - Why M&A can create major pay compression if compensation is ignored 
                                                                    11:06 - Job description management and why titles alone do not tell the full story 
                                                                    12:35 - AI skills becoming a premium and the risk of losing institutional knowledge 
                                                                    13:37 - Should companies hire AI talent or reskill current employees? 
                                                                    15:23 - Why outcome-based AI use matters more than activity metrics 
                                                                    16:50 - Walmart self-checkout as a cautionary tale about automation and human oversight 
                                                                    18:49 - HR’s role as the sounding board for leaders on cost-cutting and people strategy 
                                                                    20:07 - What pay compression means, with a practical salary example 
                                                                    21:50 - Ways to address compression without giving everyone the same raise 
                                                                    23:27 - Why total rewards is broader than base pay and benefits 
                                                                    24:04 - Differences between companies with strong total compensation packages and those without 
                                                                    25:36 - The need to overcommunicate total rewards through statements and ongoing manager conversations 
                                                                    26:50 - Why merit review should include the full compensation picture 
                                                                    27:48 - Does pay transparency actually improve equity? 
                                                                    29:33 - Training managers and employees to have business-oriented pay conversations 
                                                                    31:04 - AI makes pay and company information easier to find, increasing the need for honest communication 
                                                                    32:18 - HR’s responsibility to advise leaders and support employees’ basic need to be paid fairly 


                                                                    Notable quotes 

                                                                    • “AI won't replace you. Someone who understands AI and uses it as a tool will replace you if you don't.” 
                                                                    • “At the end of the day, they just want to get paid so that they can go back home and have a good life.” 
                                                                    • “Let's have continue to have conversation, meaningful conversations with our leaders and our employees.” 
                                                                    • 33 min
                                                                    • Denise Triba - Using HR operational data and AI to improve service delivery

                                                                      In this episode, host David Turetsky speaks with Denise Triba, CHRO at Ingenovis Health, about how her HR team is using workflow mapping, ticketing data, and AI to improve service for clinicians and internal teams. The conversation centers on a practical, human-in-the-loop approach to AI, with Freddie, their internal AI tool, trained to handle repetitive HR questions faster and more accurately. We discuss how a workforce solutions company thinks beyond recruiting, why understanding the work before applying technology matters, and how better HR operations can improve clinician experience, response speed, and career development. 


                                                                      Key topics 

                                                                      • David introduces Denise Triba, CHRO at Ingenovis Health, and frames the episode around operational data and AI in HR. 

                                                                        • Denise explains that Ingenovis Health is a workforce solutions company supporting healthcare providers and life sciences organizations with the right workforce mix. 

                                                                          • The discussion distinguishes Ingenovis from a traditional recruiting function, emphasizing a consultative model that optimizes client workforce needs. 

                                                                            • Denise shares how the pandemic increased healthcare organizations’ need for more precise staffing and stronger workforce partners. 

                                                                              • The HR team started with workflow mapping to understand exactly how work was being done before adding technology. 

                                                                                • A ticketing system was introduced to validate assumptions and quantify the most common HR requests. 

                                                                                  • The team identified high-volume issues such as benefits enrollment and leave requests, then began training Freddie to handle those questions. 

                                                                                    • Denise describes Freddie as an internal AI tool still in beta, used between HR and IT before external release. 

                                                                                      • The conversation covers human review, validation, and hallucination prevention, with subject matter experts writing and checking training articles. 

                                                                                        • Denise explains that AI is helping reduce repetitive work, improve first-response accuracy, and free HR coordinators for more valuable work and career growth. 

                                                                                          • The episode closes with advice for HR teams: start with the process and the people doing the work, then apply technology to enhance it. 

                                                                                          • Timestamps 

                                                                                            00:00 - Opening and introduction to the episode 
                                                                                            00:32 - David introduces Denise Triba and Ingenovis Health 
                                                                                            01:01 - What Ingenovis Health does as a workforce solutions company 
                                                                                            01:47 - The kinds of healthcare roles Ingenovis supports 
                                                                                            02:38 - Denise’s background and early interest in medicine 
                                                                                            03:48 - Why the episode focuses on operational data and AI in HR 
                                                                                            04:24 - Employee and clinician experience as a top priority 
                                                                                            05:21 - Why Ingenovis is more than a recruiting team 
                                                                                            06:33 - The mix of W-2 employees and 1099 contractors 
                                                                                            07:34 - Why facilities choose workforce solutions over direct hiring 
                                                                                            08:33 - How healthcare organizations changed after the pandemic 
                                                                                            09:04 - Starting with workflow mapping before introducing AI 
                                                                                            10:03 - Using ticketing data to validate top HR call categories 
                                                                                            10:29 - Tracking 3,000 calls and training Freddie with real data 
                                                                                            11:33 - How workflow data shows friction and points to automation 
                                                                                            12:10 - Faster, more accurate information for clinicians and HR coordinators 
                                                                                            12:55 - Benefits enrollment as the most common question 
                                                                                            13:22 - Other repeat requests like leave support 
                                                                                            14:34 - Writing articles to train Freddie on core answers 
                                                                                            15:04 - Subject matter experts validating Freddie’s responses 
                                                                                            15:48 - Avoiding misinformation and limiting scope during early rollout 
                                                                                            16:34 - How Freddie is used internally in beta 
                                                                                            17:22 - Better capture rates and fewer repeat follow-up emails 
                                                                                            18:44 - Extending clinician satisfaction through better service 
                                                                                            20:15 - When Freddie needs human support and escalation 
                                                                                            20:40 - Employment verification as an example of a hybrid workflow 
                                                                                            21:43 - Using AI across client-facing and sales-side operations 
                                                                                            22:59 - What surprised the team most about implementing AI 
                                                                                            23:56 - How the project is expanding into other HR workflows 
                                                                                            24:27 - Addressing fears that AI would take jobs away 
                                                                                            26:05 - Cost considerations and working within budget 
                                                                                            27:21 - The value of strong HR and IT partnership 
                                                                                            28:37 - Advice for HR teams considering AI adoption 
                                                                                            29:28 - Closing reflections on the scientific, process-first approach 
                                                                                            29:54 - Looking ahead to future updates on Freddie and beyond 


                                                                                            Notable quotes 

                                                                                            1. “You really need to understand the what before you start to apply the how.” 
                                                                                            2. “If you have to teach someone, you learn it.” 
                                                                                            3. “This isn’t about a workforce change internally. This is about how do we get better."
                                                                                            4. 31 min
                                                                                            5. Nicole Ward - The Executive Athlete: Why Leaders Need Recovery to Perform

                                                                                              David Turetsky talks with Nicole Ward of Aon about her concept of the executive athlete and why leadership performance is built on physiology, recovery, and sustainable habits. They explore how burnout shows up in executives and sales teams, and why HR can play a major role in reframing wellness as a business performance issue.Nicole shares her own wake-up call, the accident that pushed her to rethink health, and practical ways leaders can build better energy, focus, and resilience without “boiling the ocean.” 


                                                                                              Key topics 

                                                                                              • Nicole Ward’s background at Aon - Senior vice president of sales with a career rooted in professional services, public accounting, and now commercial insurance. 

                                                                                                • The origin of the executive athlete idea - Nicole’s near-fatal rollover accident became the catalyst for a long-term shift toward health and wellness. 

                                                                                                  • Physiology as leadership infrastructure - Her central idea is that energy is the currency of performance, and leaders who are under-slept, under-nourished, and constantly “on” are not operating at full capacity. 

                                                                                                    • Why burnout matters organizationally - Burnout, dysregulation, and chronic stress in senior leaders have downstream effects on teams, culture, and decision-making. 

                                                                                                      • Culture rewards overwork - The conversation pushes back on the idea that always being available is a badge of honor, especially in executive roles. 

                                                                                                        • Recovery improves performance - Nicole argues that slowing down and recovering is not weakness but a competitive advantage supported by real data. 

                                                                                                          • Small changes beat all-or-nothing thinking - She recommends “exercise snacks,” breathing breaks, short movement intervals, and better sleep habits rather than unrealistic total overhauls. 

                                                                                                            • Data can drive behavior change - She shares an example of a sales team using wearable devices over six months to track sleep, stress, and activity, leading to better performance and better well-being. 

                                                                                                              • HR’s role in changing the conversation - HR professionals can bring wellness into strategic planning sessions and ask leadership how health is being prioritized. 

                                                                                                                • Bio-individual wellness at work - Nicole emphasizes that companies should offer flexible options because different people need different supports, from meditation space to gym access to better snacks. 

                                                                                                                • Timestamps 

                                                                                                                  00:00 - Welcome to HR Data Labs and introduction to Nicole Ward

                                                                                                                  01:12 - Nicole’s role as senior vice president of sales at Aon

                                                                                                                  02:15 - The accident that sparked the executive athlete journey

                                                                                                                  03:14 - Why executives need physiology, not just willpower

                                                                                                                  06:54 - How boardroom experience shaped the platform

                                                                                                                  07:24 - A team member’s comment that changed everything

                                                                                                                  08:21 - Why the book is aimed first at sales athletes and then all executives

                                                                                                                  09:30 - Recovery as a competitive advantage, not weakness

                                                                                                                  10:43 - The cost of working until collapse

                                                                                                                  11:20 - The “toxic capacity” bucket and signs of overload

                                                                                                                  12:19 - Why leaders struggle to fully disconnect

                                                                                                                  13:26 - Tying recovery to revenue and metrics

                                                                                                                  14:41 - Burnout in sales and other high-pressure roles

                                                                                                                  15:31 - Alternatives to always being “on”

                                                                                                                  16:25 - Why all-or-nothing thinking fails

                                                                                                                  17:26 - Using micro-habits for sleep, breathing, and movement

                                                                                                                  19:37 - A six-month wearable experiment with a sales team

                                                                                                                  21:33 - Salespeople as athletes and why preparation matters

                                                                                                                  22:48 - Why companies should treat wellness as a real priority

                                                                                                                  23:45 - The biology of organizations and employee energy

                                                                                                                  24:48 - How HR can start the conversation with leadership

                                                                                                                  26:14 - Bringing health and wellness into strategic planning

                                                                                                                  27:10 - Example of no meeting Fridays

                                                                                                                  28:46 - Why a bio-individual approach is better than one-size-fits-all

                                                                                                                  29:15 - Personalized wellness options for different employees

                                                                                                                  30:11 - The reality of obesity, inflammation, and dysregulation

                                                                                                                  31:11 - Incremental progress in the face of broader stress

                                                                                                                  32:01 - Closing thoughts and final thanks 


                                                                                                                  Notable quotes 

                                                                                                                  1. “Physiology is the infrastructure of leadership and energy is the currency of performance.” 
                                                                                                                  2. “When we decelerate, when we allow ourselves to recover, we adapt.” 
                                                                                                                  3. “My best tomorrow starts tonight.” 
                                                                                                                  4. 32 min
                                                                                                                  5. HR Data Labs Team - Perspectives on Pay

                                                                                                                    HR Data Labs host David Turetsky gathers the team for a candid roundtable on what pay means, what people need from it, and how today’s economy is reshaping expectations around compensation. The conversation spans fairness, transparency, growth, respect, and the real pressure of inflation and job insecurity. The discussion features every member of the team who contributed substantively, including Angela Bailey, Ellen Gonzalez, IBEJesus Prince, Desiree Goldey, Mark Lane, Amy Brandt, Sushma Tripathi, and Leelee Johnson. 


                                                                                                                    Key topics 

                                                                                                                    • In this episode, David Turetsky opens by framing pay as deeply personal, not just transactional, and asks each team member what pay means to them. 

                                                                                                                      • Angela Bailey describes pay as a reward for bringing talents, time, and effort to work, while also tying it to basic viability like housing and family support. 

                                                                                                                        • IBEJesus Prince says pay is a physical manifestation of effort, but only when systems are fair enough for that effort to be recognized. 

                                                                                                                          • Desiree Goldey emphasizes that pay fuels her dreams and life goals, while also pointing out that work has to be meaningful enough to be worth the tradeoff. 

                                                                                                                            • Ellen Gonzalez connects pay to career foundation, bill paying, credit health, and growth, stressing that respect matters just as much as the number on the paycheck. 

                                                                                                                              • Mark Lane defines pay as a measure of value, but says meaningful work, creativity, and the ability to be himself matter more than compensation alone. 

                                                                                                                                • Amy Brandt offers a younger worker’s view: pay is an earned exchange that lets her enjoy life, and consistency matters most right now. 

                                                                                                                                  • Sushma Tripathi frames pay as a trust contract shaped by leadership, culture, fairness, and transparency, and says it should feel sacred regardless of role. 

                                                                                                                                    • Leelee Johnson says pay means feeling appreciated and valued in the workplace, and later ties growth to knowing her worth, especially as an immigrant worker in the global economy. 

                                                                                                                                      • The group then shifts into career growth, with several speakers linking growth to learning, AI, broader impact, and expanding their toolkits. 

                                                                                                                                        • The final section focuses on the economy’s effect on pay, with repeated concerns about inflation, low wages, broken trust, reduced predictability, and the emotional toll of job loss. 

                                                                                                                                          • Mark Lane shares a personal pivot after losing his job, explaining how starting his own podcast helped him find purpose and community during unemployment. 

                                                                                                                                            • IBEJesus Prince closes with a practical solution: pay should be tied to business objectives, talent should be matched to need, and organizations need to return to the basics of fairness and alignment. 

                                                                                                                                            • Timestamps 

                                                                                                                                              00:00 - David introduces the HR Data Labs team and sets up a roundtable on compensation 01:18 - Angela Bailey’s introduction and poet reveal  

                                                                                                                                              01:51 - Ellen Gonzalez introduces herself and admits to being a workaholic  

                                                                                                                                              02:08 - Ebegis Prince shares her background and the story of naming her daughter after herself  

                                                                                                                                              02:26 - Desiree Goldey’s global work experience and life abroad  

                                                                                                                                              02:45 - Mark Lane on marketing, saxophone, and Carnegie Hall  

                                                                                                                                              03:26 - Amy Brandt on studying in France  

                                                                                                                                              04:19 - Miracle introduces herself as a lead developer and singer  

                                                                                                                                              04:53 - Sushma Tripathi is introduced after microphone issues  

                                                                                                                                              05:21 - Topic shift to perspectives on pay in 2026  

                                                                                                                                              06:08 - What pay means as affirmation, survival, and motivation 

                                                                                                                                              07:24 - Pay as a reward for effort and a means to support family  

                                                                                                                                              08:13 - Pay as a way to fund dreams and life goals  

                                                                                                                                              10:14 - Pay as the foundation of a career and a practical way to support family  

                                                                                                                                              10:58 - Pay as value, creativity, and meaningful work  

                                                                                                                                              11:56 - Amy’s view of pay as earned freedom and enjoyment 12:38 - Sushma on pay as a trust contract  

                                                                                                                                              13:30 - David’s perspective on pay as organizational value and personal values  

                                                                                                                                              14:26 - What people require from pay beyond the paycheck  

                                                                                                                                              15:17 - Amy wants consistency from pay  

                                                                                                                                              15:42 - Desiree wants respect, challenge, non-toxic culture, and fair compensation 17:23 - Ellen wants respect, growth, and the basics covered  

                                                                                                                                              18:06 - Leelee defines pay as compensation and appreciation  

                                                                                                                                              18:51 - Mark wants fairness plus meaningful, stimulating work  

                                                                                                                                              19:23 - IBEJesus wants fairness, transparency, structure, and a framework  

                                                                                                                                              20:46 - Leelee’s direct answer: appreciation and value in the workplace  

                                                                                                                                              21:07 - Transition into career growth and transparency  

                                                                                                                                              22:14 - Leelee on growth, executive assistant work, and knowing her worth  

                                                                                                                                              23:24 - Sushma on growth through AI, automation, and process improvement  

                                                                                                                                              24:26 - IBEJesus on moving toward community impact and restoring energy to workers 25:02 - Mark on evolving, learning new tools, and solving bigger problems  

                                                                                                                                              26:03 - Angela on growth as impact, teaching AI, and expanding outreach  

                                                                                                                                              26:59 - Desiree on learning, podcasting, and eventually working for herself  

                                                                                                                                              28:11 - Amy on exploring options before committing to a direction  

                                                                                                                                              28:43 - Ellen on becoming a compensation professional and learning from the team 29:36 - David on stepping outside his comfort zone to build something meaningful  

                                                                                                                                              31:39 - The economy makes pay feel fragile and compressed  

                                                                                                                                              33:09 - Desiree on empathy for job seekers and people struggling to find work  

                                                                                                                                              35:39 - Amy on inflation, minimum wage, and the cost of getting to work  

                                                                                                                                              36:40 - Sushma on AI, layoffs, and the collision of strategy, emotion, and math  

                                                                                                                                              38:46 - Angela on control, confidence, and why current merit increases feel like pay cuts 40:53 - IBEJesus on the collapse of rugged individualism and the need for community 42:59 - Leelee on underpayment, basic needs, and the link between wages and dignity 45:44 - Mark shares how job loss and podcasting reshaped his perspective  

                                                                                                                                              49:32 - IBEJesus closes with a solution-oriented call to tie pay to business objectives 51:18 - David wraps up the conversation and thanks the team 


                                                                                                                                              Notable quotes 

                                                                                                                                              1. Pay is a trust contract. 
                                                                                                                                              2. Pay gives me control. 
                                                                                                                                              3. We need to get back to the basics. 
                                                                                                                                              4. 47 min
                                                                                                                                              5. Season 11 Recap

                                                                                                                                                In this episode, we reflect on the most impactful themes from season eleven of the HR Data Labs Podcast, emphasizing the transformative role of artificial intelligence (AI) in the world of work. Host David Turetsky discusses how AI has become a central focus across industries, influencing regulation, data governance, organizational change, and HR practices. Tune in for a comprehensive summary of trends, predictions, and key conversations that are shaping HR’s future. 

                                                                                                                                                Key Topics Covered: 

                                                                                                                                                • The dominance of artificial intelligence in season eleven and its influence on HR. 

                                                                                                                                                  • The importance of data governance for AI integration, highlighted by insights from Talenode. 

                                                                                                                                                    • Practical applications of AI, including the use of large language models and local AI hosting solutions. 

                                                                                                                                                      • Discussions with industry experts on AI ethics, security, talent acquisition, and leadership. 

                                                                                                                                                        • Predictions and insights about AI’s role and regulation in HR over the next six months and beyond. 

                                                                                                                                                          • Notable interviews with HR thought leaders discussing organizational change, burnout, women in leadership, and HR technology innovation. 

                                                                                                                                                            • Future episodes focusing on pay equity, county-level HR issues, and machine learning use cases. 

                                                                                                                                                            • Timestamps:  

                                                                                                                                                              00:00 - Welcome and season eleven wrap-up overview 
                                                                                                                                                              00:33 - Changes in HR over the past years and current transformations 
                                                                                                                                                              01:31 - Introduction of chickens and personal updates 
                                                                                                                                                              02:29 - Recap of season eleven and its focus on artificial intelligence 
                                                                                                                                                              03:12 - AI’s influence on organizational change, trust, and data governance 
                                                                                                                                                              03:57 - The importance of data foundations for AI initiatives 
                                                                                                                                                              04:27 - The increasing integration of AI into daily work and business practices 
                                                                                                                                                              04:56 - The evolution from early computer use to AI today 
                                                                                                                                                              05:54 - The proliferation of AI tools in corporate technology stacks 
                                                                                                                                                              06:24 - Environmental and infrastructure challenges of AI data centers 
                                                                                                                                                              07:10 - Advances in small form factor AI hardware and local hosting options 
                                                                                                                                                              08:07 - Real-world AI applications at the desk and secure data practices 
                                                                                                                                                              09:34 - Building AI models with retrieval-augmented generation (RAG) techniques 
                                                                                                                                                              10:03 - Resources available at hrdatalabs.ai and hrdatalabs.com 
                                                                                                                                                              11:02 - Notable interviews, including legal, security, talent acquisition, and leadership insights 
                                                                                                                                                              12:29 - Reflection on season eleven, personal connections, and upcoming season twelve topics 
                                                                                                                                                              13:00 - Highlights from upcoming episodes, including county HR challenges and practical AI applications 
                                                                                                                                                              14:26 - Reviewing past predictions and setting new forecasts for the next six months 
                                                                                                                                                              15:25 - Using AI to evaluate predictions and industry trends 
                                                                                                                                                              16:17 - The shift from AI experimentation to measurable ROI in HR 
                                                                                                                                                              17:44 - Current state of HR AI use cases, human-in-the-loop importance, and regulatory outlook 
                                                                                                                                                              19:11 - Predicted regulation developments at the state and federal levels 
                                                                                                                                                              20:44 - Host’s forecast: increased progress in AI adoption and ROI validation in HR 
                                                                                                                                                              22:36 - The impact of AI-related layoffs, rehiring, and reputational considerations 
                                                                                                                                                              25:02 - Exciting plans for future episodes, conferences, and continued industry insights 
                                                                                                                                                              26:26 - Appreciation for listeners and partners, and encouragement to follow the show 

                                                                                                                                                              This episode offers a deep dive into the evolving landscape of HR technology, emphasizing AI’s transformative potential and ongoing challenges. Whether you’re an HR professional, a business leader, or an enthusiast of HR innovation, these insights provide vital context for navigating the future of work. 

                                                                                                                                                              28 min
                                                                                                                                                            • Alison Campbell - Burnout is a organizational design issue and increasingly a business risk. It’s NOT just a wellbeing issue.

                                                                                                                                                              In this episode, we explore the complex issue of burnout within organizations, its predictors, and how HR leaders can proactively address systemic risks that impact employee well-being and productivity. Alison Campbell, founder of Unburnt, shares her extensive research and practical strategies to recognize and mitigate burnout at every level of the organization. 

                                                                                                                                                              Key Topics Covered: 

                                                                                                                                                              • Alison Campbell’s background and the founding story of Unburnt, highlighting her transition from corporate roles to addressing burnout 

                                                                                                                                                                • The relationship between burnout, innovation, and systemic organizational blockers 

                                                                                                                                                                  • Research findings on how systemic factors like ambiguity, lack of transparency, and uncertain role definition predict burnout 

                                                                                                                                                                    • The surprising discovery that highly active or visible burnt-out employees often exhibit reduced capacity for long-term strategic thinking 

                                                                                                                                                                      • The impact of external stressors, demographic factors, and generational differences on burnout dynamics 

                                                                                                                                                                        • Practical steps HR leaders can take: diagnostics, leadership development, board discussions, and transparent communication 

                                                                                                                                                                          • The importance of viewing burnout as an organizational risk rather than solely an individual problem 

                                                                                                                                                                            • How to foster a culture of open dialogue and early detection through diagnostics and ongoing conversations 

                                                                                                                                                                            •  

                                                                                                                                                                              Timestamps: 

                                                                                                                                                                              00:00 - Introduction to Alison Campbell and the importance of addressing burnout 
                                                                                                                                                                              02:27 - The moment that led Alison to focus on burnout and her personal journey 
                                                                                                                                                                              04:01 - Alison’s creative side and her graphic novel "HR Datadoodles" 
                                                                                                                                                                              06:16 - The research partnership with Bentley University on burnout predictors 
                                                                                                                                                                              07:44 - The link between systemic organizational risk factors and burnout 
                                                                                                                                                                              08:49 - How high burnout employees can still appear visibly active in their roles 
                                                                                                                                                                              09:39 - The significance of capacity to think strategically and translate plans into value 
                                                                                                                                                                              10:40 - The disconnect between perceived stress and actual burnout risks 
                                                                                                                                                                              12:02 - External vs internal stressors and the inability to compartmentalize life and work 
                                                                                                                                                                              13:09 - Leadership’s role in recognizing and mitigating burnout risks 
                                                                                                                                                                              14:47 - Organizational challenges in managing AI transformation and burnout 
                                                                                                                                                                              16:26 - The importance of leadership development and systemic change over siloed HR initiatives 
                                                                                                                                                                              17:50 - Lessons from early computer adoption and AI integration in the workplace 
                                                                                                                                                                              19:21 - The necessity of strategic, outcome-driven AI implementation and avoiding wasteful spending 
                                                                                                                                                                              20:31 - The role of diagnostics and ongoing measurement in early burnout detection 
                                                                                                                                                                              22:09 - The importance of communication from leadership and the board level 
                                                                                                                                                                              23:55 - Addressing the aging workforce and demographic considerations in burnout 
                                                                                                                                                                              26:49 - The impact of caregiving, obligation stressors, and generational differences 
                                                                                                                                                                              28:20 - Practical advice for HR leaders: assessing current tools, engaging with the C-suite and board 
                                                                                                                                                                              30:46 - The significance of transparent, frequent communication around organizational goals 
                                                                                                                                                                              33:55 - Final thoughts on the complexity of burnout and the need for comprehensive solutions 


                                                                                                                                                                              Resources & Links: 

                                                                                                                                                                              • Unburnt Website 

                                                                                                                                                                                • Research Paper on Burnout Predictors 

                                                                                                                                                                                  • HR Datadoodles Graphic Novel 

                                                                                                                                                                                    • Bentley University Center for Health and Business 

                                                                                                                                                                                      • Alison Campbell on LinkedIn 

                                                                                                                                                                                        • AI Transformation and Workplace Stress 

                                                                                                                                                                                        •  

                                                                                                                                                                                          Connect with Alison Campbell: 

                                                                                                                                                                                          • LinkedIn 

                                                                                                                                                                                            • Twitter 

                                                                                                                                                                                            • 34 min
                                                                                                                                                                                            • Tim Sackett - The State of AI in HR and Talent Acquisition: Trends, Challenges, and Regulatory Concerns

                                                                                                                                                                                              In this episode, HR thought leader Tim Sackett joins host David Turetsky to explore the current landscape of artificial intelligence in HR, talent acquisition, and broader workforce management. They discuss the gap between technological potential and real-world application, legal and ethical challenges, and how government regulation could shape the future of AI in HR. 

                                                                                                                                                                                              In this episode: 

                                                                                                                                                                                              • The real vs. perceived capabilities of AI in HR based on recent conferences and practitioner understanding 

                                                                                                                                                                                                • The legal issues emerging from AI use in recruiting, including Fair Credit Reporting Act concerns and litigation risks 

                                                                                                                                                                                                  • The influence of government and regulatory bodies, with insights into new appointments like Keith Sondralin at the Department of Labor 

                                                                                                                                                                                                    • The analogy of AI's growth and adoption to consumer products, highlighting how HR leaders can start integrating AI effectively 

                                                                                                                                                                                                      • The untapped potential of blockchain for employee data integrity and verification in the future workforce 

                                                                                                                                                                                                        • Practical advice on how HR practitioners can educate themselves quickly on AI basics to avoid vendor confusion 

                                                                                                                                                                                                          • The importance of embedding AI into business and HR strategy to genuinely solve problems rather than just automate tasks 

                                                                                                                                                                                                            • The ethical and security concerns linked to identity fraud, insider threats, and malicious use of AI for employment fraud 

                                                                                                                                                                                                            • Timestamps:  

                                                                                                                                                                                                              00:00 - Welcome and episode overview on AI's impact in HR 
                                                                                                                                                                                                              00:48 - Insights into Tim's recent conference experiences and the state of AI learning among HR professionals 
                                                                                                                                                                                                              02:35 - The hype versus the real application of AI in talent acquisition 
                                                                                                                                                                                                              02:57 - Fun facts about Tim Sackett: a Belieber and a Swiftie 
                                                                                                                                                                                                              03:48 - The quality and impact of recent Super Bowl performances and music preferences 
                                                                                                                                                                                                              05:02 - Discussing the upcoming Rush tour anniversary and nostalgia for classic rock 
                                                                                                                                                                                                              06:34 - The intersection of AI and HR conference trends, gap analysis between practitioners and tech providers 
                                                                                                                                                                                                              07:50 - The knowledge gap in HR regarding AI capabilities and the risk of vaporware marketing 
                                                                                                                                                                                                              09:01 - Foundations of HR's misunderstanding of existing HR tech systems and AI's rapid evolution 
                                                                                                                                                                                                              11:33 - Legal challenges with AI, including Wells Fargo and Workday litigations, and compliance risks 
                                                                                                                                                                                                              13:07 - The potential for AI to cause or prevent legal liabilities and litigation 
                                                                                                                                                                                                              15:00 - New leadership at the Department of Labor and its implications for AI regulation 
                                                                                                                                                                                                              17:10 - Political influences on regulatory approaches and the need for national AI legislation 
                                                                                                                                                                                                              19:54 - Blockchain's dormant potential for workforce data sovereignty and validation 
                                                                                                                                                                                                              22:07 - The future of digital identity verification and the use of blockchain for employee records 
                                                                                                                                                                                                              24:11 - Risks of identity fraud and the importance of robust verification methods 
                                                                                                                                                                                                              26:22 - How AI can both combat and exacerbate identity fraud and security vulnerabilities 
                                                                                                                                                                                                              28:25 - Insider threats, employment fraud, and the importance of vigilance in digital security 
                                                                                                                                                                                                              31:10 - Strategies for HR leaders to become AI literate with minimal time investment 
                                                                                                                                                                                                              33:24 - The importance of understanding what "agent" and "automation" truly mean in HR tech markets 
                                                                                                                                                                                                              35:23 - Aligning AI initiatives with business and HR strategies to solve real problems 
                                                                                                                                                                                                              37:07 - Cost considerations, the hidden expenses of AI, and the importance of planning for ROI 
                                                                                                                                                                                                              38:48 - The "free" AI myth and the real costs of tokens, processing, and hardware investments 
                                                                                                                                                                                                              40:08 - The impact of AI data quality on recommendations and organizational decision-making 
                                                                                                                                                                                                              41:04 - Closing remarks and appreciation for Tim Sackett’s insights 

                                                                                                                                                                                                               

                                                                                                                                                                                                              Resources & Links: 

                                                                                                                                                                                                              • Anthropic's Prompt Engineering Video 

                                                                                                                                                                                                                • Keith Sondralin - Department of Labor 

                                                                                                                                                                                                                  • Claude AI by Anthropic 

                                                                                                                                                                                                                    • ChatGPT by OpenAI 

                                                                                                                                                                                                                      • Gemini AI by Google 

                                                                                                                                                                                                                        • The Fair Credit Reporting Act 

                                                                                                                                                                                                                        • Connect with Tim Sackett: 

                                                                                                                                                                                                                          • LinkedIn 

                                                                                                                                                                                                                            • Twitter 

                                                                                                                                                                                                                            • Note:  

                                                                                                                                                                                                                              For HR leaders, gaining a foundational knowledge of AI is critical. Resources like Anthropic's short videos or AI primer courses can accelerate understanding and help avoid vendor hype and legal pitfalls. 

                                                                                                                                                                                                                              41 min

                                                                                                                                                                                                                            About HR Data Labs

                                                                                                                                                                                                                            From the publisher's feed

                                                                                                                                                                                                                            Unlock the future of HR, today with the HR Data Labs podcast! Dive into transformative insights, expert interviews, and cutting-edge practices that empower organizations to harness their workforce’s…

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